Antenna Season Report Notebook¶

Josh Dillon, Last Revised January 2022

This notebook examines an individual antenna's performance over a whole season. This notebook parses information from each nightly rtp_summarynotebook (as saved to .csvs) and builds a table describing antenna performance. It also reproduces per-antenna plots from each auto_metrics notebook pertinent to the specific antenna.

In [1]:
import os
from IPython.display import display, HTML
display(HTML("<style>.container { width:100% !important; }</style>"))
In [2]:
# If you want to run this notebook locally, copy the output of the next cell into the next line of this cell.
# antenna = "54"
# csv_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/_rtp_summary_'
# auto_metrics_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/auto_metrics_inspect'
# os.environ["ANTENNA"] = antenna
# os.environ["CSV_FOLDER"] = csv_folder
# os.environ["AUTO_METRICS_FOLDER"] = auto_metrics_folder
In [3]:
# Use environment variables to figure out path to the csvs and auto_metrics
antenna = os.environ["ANTENNA"]
csv_folder = os.environ["CSV_FOLDER"]
auto_metrics_folder = os.environ["AUTO_METRICS_FOLDER"]
print(f'antenna = "{antenna}"')
print(f'csv_folder = "{csv_folder}"')
print(f'auto_metrics_folder = "{auto_metrics_folder}"')

antenna = "84"
csv_folder = "/home/obs/src/H5C_Notebooks/_rtp_summary_"
auto_metrics_folder = "/home/obs/src/H5C_Notebooks/auto_metrics_inspect"
In [4]:
display(HTML(f'<h1 style=font-size:50px><u>Antenna {antenna} Report</u><p></p></h1>'))

Antenna 84 Report

In [5]:
import numpy as np
import pandas as pd
pd.set_option('display.max_rows', 1000)
import glob
import re
from hera_notebook_templates.utils import status_colors, Antenna
In [6]:
# load csvs and auto_metrics htmls in reverse chronological order
csvs = sorted(glob.glob(os.path.join(csv_folder, '*.csv')))[::-1]
print(f'Found {len(csvs)} csvs in {csv_folder}')
auto_metric_htmls = sorted(glob.glob(auto_metrics_folder + '/auto_metrics_inspect_*.html'))[::-1]
print(f'Found {len(auto_metric_htmls)} auto_metrics notebooks in {auto_metrics_folder}')

Found 253 csvs in /home/obs/src/H5C_Notebooks/_rtp_summary_
Found 232 auto_metrics notebooks in /home/obs/src/H5C_Notebooks/auto_metrics_inspect
In [7]:
# Per-season options
mean_round_modz_cut = 4
dead_cut = 0.4
crossed_cut = 0.0

def jd_to_summary_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/_rtp_summary_/rtp_summary_{jd}.html'

def jd_to_auto_metrics_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/auto_metrics_inspect/auto_metrics_inspect_{jd}.html'

Load relevant info from summary CSVs¶

In [8]:
this_antenna = None
jds = []

# parse information about antennas and nodes
for csv in csvs:
    df = pd.read_csv(csv)
    for n in range(len(df)):
        # Add this day to the antenna
        row = df.loc[n]
        antnum = row['Ant']
        if antnum != int(antenna):
            continue
            
        if this_antenna is None:
            this_antenna = Antenna(row['Ant'], row['Node'])
        jd = [int(s) for s in re.split('_|\.', csv) if s.isdigit()][-1]
        jds.append(jd)
        this_antenna.add_day(jd, row)
        break

---------------------------------------------------------------------------
KeyError                                  Traceback (most recent call last)
~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/indexes/base.py in get_loc(self, key, method, tolerance)
   3360             try:
-> 3361                 return self._engine.get_loc(casted_key)
   3362             except KeyError as err:

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/_libs/index.pyx in pandas._libs.index.IndexEngine.get_loc()

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/_libs/index.pyx in pandas._libs.index.IndexEngine.get_loc()

pandas/_libs/hashtable_class_helper.pxi in pandas._libs.hashtable.PyObjectHashTable.get_item()

pandas/_libs/hashtable_class_helper.pxi in pandas._libs.hashtable.PyObjectHashTable.get_item()

KeyError: 'Ant'

The above exception was the direct cause of the following exception:

KeyError                                  Traceback (most recent call last)
/tmp/ipykernel_16078/3863632283.py in <module>
      8         # Add this day to the antenna
      9         row = df.loc[n]
---> 10         antnum = row['Ant']
     11         if antnum != int(antenna):
     12             continue

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/series.py in __getitem__(self, key)
    940 
    941         elif key_is_scalar:
--> 942             return self._get_value(key)
    943 
    944         if is_hashable(key):

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/series.py in _get_value(self, label, takeable)
   1049 
   1050         # Similar to Index.get_value, but we do not fall back to positional
-> 1051         loc = self.index.get_loc(label)
   1052         return self.index._get_values_for_loc(self, loc, label)
   1053 

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/indexes/base.py in get_loc(self, key, method, tolerance)
   3361                 return self._engine.get_loc(casted_key)
   3362             except KeyError as err:
-> 3363                 raise KeyError(key) from err
   3364 
   3365         if is_scalar(key) and isna(key) and not self.hasnans:

KeyError: 'Ant'
In [9]:
# build dataframe
to_show = {'JDs': [f'<a href="{jd_to_summary_url(jd)}" target="_blank">{jd}</a>' for jd in jds]}
to_show['A Priori Status'] = [this_antenna.statuses[jd] for jd in jds]

df = pd.DataFrame(to_show)

# create bar chart columns for flagging percentages:
bar_cols = {}
bar_cols['Auto Metrics Flags'] = [this_antenna.auto_flags[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jee)'] = [this_antenna.dead_flags_Jee[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jnn)'] = [this_antenna.dead_flags_Jnn[jd] for jd in jds]
bar_cols['Crossed Fraction in Ant Metrics'] = [this_antenna.crossed_flags[jd] for jd in jds]
bar_cols['Flag Fraction Before Redcal'] = [this_antenna.flags_before_redcal[jd] for jd in jds]
bar_cols['Flagged By Redcal chi^2 Fraction'] = [this_antenna.redcal_flags[jd] for jd in jds]
for col in bar_cols:
    df[col] = bar_cols[col]

z_score_cols = {}
z_score_cols['ee Shape Modified Z-Score'] = [this_antenna.ee_shape_zs[jd] for jd in jds]
z_score_cols['nn Shape Modified Z-Score'] = [this_antenna.nn_shape_zs[jd] for jd in jds]
z_score_cols['ee Power Modified Z-Score'] = [this_antenna.ee_power_zs[jd] for jd in jds]
z_score_cols['nn Power Modified Z-Score'] = [this_antenna.nn_power_zs[jd] for jd in jds]
z_score_cols['ee Temporal Variability Modified Z-Score'] = [this_antenna.ee_temp_var_zs[jd] for jd in jds]
z_score_cols['nn Temporal Variability Modified Z-Score'] = [this_antenna.nn_temp_var_zs[jd] for jd in jds]
z_score_cols['ee Temporal Discontinuties Modified Z-Score'] = [this_antenna.ee_temp_discon_zs[jd] for jd in jds]
z_score_cols['nn Temporal Discontinuties Modified Z-Score'] = [this_antenna.nn_temp_discon_zs[jd] for jd in jds]
for col in z_score_cols:
    df[col] = z_score_cols[col]

ant_metrics_cols = {}
ant_metrics_cols['Average Dead Ant Metric (Jee)'] = [this_antenna.Jee_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Dead Ant Metric (Jnn)'] = [this_antenna.Jnn_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Crossed Ant Metric'] = [this_antenna.crossed_metrics[jd] for jd in jds]
for col in ant_metrics_cols:
    df[col] = ant_metrics_cols[col]

redcal_cols = {}
redcal_cols['Median chi^2 Per Antenna (Jee)'] = [this_antenna.Jee_chisqs[jd] for jd in jds]
redcal_cols['Median chi^2 Per Antenna (Jnn)'] = [this_antenna.Jnn_chisqs[jd] for jd in jds]   
for col in redcal_cols:
    df[col] = redcal_cols[col]

# style dataframe
table = df.style.hide_index()\
          .applymap(lambda val: f'background-color: {status_colors[val]}' if val in status_colors else '', subset=['A Priori Status']) \
          .background_gradient(cmap='viridis', vmax=mean_round_modz_cut * 3, vmin=0, axis=None, subset=list(z_score_cols.keys())) \
          .background_gradient(cmap='bwr_r', vmin=dead_cut-.25, vmax=dead_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .background_gradient(cmap='bwr_r', vmin=crossed_cut-.25, vmax=crossed_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .background_gradient(cmap='plasma', vmax=4, vmin=1, axis=None, subset=list(redcal_cols.keys())) \
          .applymap(lambda val: 'font-weight: bold' if val < dead_cut else '', subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val < crossed_cut else '', subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .applymap(lambda val: 'color: red' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .bar(subset=list(bar_cols.keys()), vmin=0, vmax=1) \
          .format({col: '{:,.4f}'.format for col in z_score_cols}) \
          .format({col: '{:,.4f}'.format for col in ant_metrics_cols}) \
          .format('{:,.2%}', na_rep='-', subset=list(bar_cols.keys())) \
          .set_table_styles([dict(selector="th",props=[('max-width', f'70pt')])])

Table 1: Per-Night RTP Summary Info For This Atenna¶

This table reproduces each night's row for this antenna from the RTP Summary notebooks. For more info on the columns, see those notebooks, linked in the JD column.

In [10]:
display(HTML(f'<h2>Antenna {antenna}, Node {this_antenna.node}:</h2>'))
HTML(table.render(render_links=True, escape=False))

Antenna 84, Node 8:

Out[10]:
JDs A Priori Status Auto Metrics Flags Dead Fraction in Ant Metrics (Jee) Dead Fraction in Ant Metrics (Jnn) Crossed Fraction in Ant Metrics Flag Fraction Before Redcal Flagged By Redcal chi^2 Fraction ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score Average Dead Ant Metric (Jee) Average Dead Ant Metric (Jnn) Average Crossed Ant Metric Median chi^2 Per Antenna (Jee) Median chi^2 Per Antenna (Jnn)
2459594 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.002490 -0.340114 -0.116501 2.555587 -1.105183 0.582740 -0.737978 1.956044 0.7822 0.7980 0.2536 14.983768 13.754022
2459593 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.806265 0.518845 -0.733526 4.087867 -0.635831 -0.364116 -0.949291 -0.189548 0.7209 0.7217 0.2565 5.176659 5.410655
2459592 RF_maintenance 0.00% 100.00% 100.00% 0.00% - - -0.846515 -0.797278 1.452087 -0.059888 -0.691659 -0.982981 0.568342 -0.012613 0.0360 0.0326 0.0013 nan nan
2459591 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.342404 0.007367 -0.600370 4.537140 -1.328420 -0.511020 -0.891614 -0.864317 0.6628 0.6778 0.3700 6.522342 6.506423
2459590 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.243168 0.559746 -0.500463 4.367329 -0.577783 0.338156 -0.093397 -0.714621 0.6654 0.6798 0.3625 5.009105 4.787307
2459589 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.597908 -0.110569 -0.134551 3.335388 1.123000 0.253064 -1.033695 0.942560 0.7084 0.7089 0.2799 5.476727 5.513656
2459588 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.059188 0.401797 -0.136601 5.220036 -0.845816 -0.629281 -0.745389 0.196544 0.7662 0.7588 0.2221 9.649143 8.536732
2459587 RF_maintenance 100.00% - - - 100.00% 0.00% 2.504600 0.319806 0.149830 7.207243 0.378612 3.219393 -1.190406 -0.578362 nan nan nan 0.000000 0.000000
2459586 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 313.319957 314.177275 inf inf 11.857273 12.187586 435.214707 574.869952 nan nan nan 0.000000 0.000000
2459585 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.862611 10.436412 0.626536 3.946435 -0.761341 5.388587 0.718577 1.152150 0.0357 0.0328 0.0011 0.000000 0.000000
2459584 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 18.851074 19.293809 4.836081 8.796742 4.899320 36.370792 2.610440 2.193815 0.6642 0.6730 0.3779 0.000000 0.000000
2459583 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459582 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.808493 -0.222200 0.638068 9.154474 0.872993 -0.823826 -0.580403 -0.475467 0.6680 0.6649 0.3811 3.485064 3.125672
2459581 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.375884 -0.314351 0.167551 9.793126 -0.254797 -0.340871 0.997489 -0.499104 0.6760 0.6740 0.3757 3.990573 3.388233
2459580 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 6.672090 1.511054 12.654221 4.403553 14.062277 3.231694 -0.877966 -1.427457 0.6526 0.6852 0.3867 0.000000 0.000000
2459579 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 6.800499 1.596309 14.653190 4.974093 14.413110 3.463743 -2.114512 -1.375248 0.6483 0.6807 0.3899 5.777313 5.686747
2459578 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459577 RF_maintenance 100.00% 0.00% 1.08% 0.00% 100.00% 0.00% 7.939405 1.663545 11.018066 3.741982 13.254304 4.136213 -1.425713 0.279843 0.6550 0.6719 0.3814 3.459684 3.405204
2459576 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 6.079779 1.241663 8.356057 2.599314 12.264059 1.904416 -1.790002 -1.349669 0.6756 0.7058 0.3858 4.405890 4.335763
2459575 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 4.735898 0.627265 8.987735 2.611534 10.796305 1.289510 6.312767 1.799660 0.7178 0.7496 0.3574 4.901627 5.138429
2459574 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 6.554506 1.167041 8.162682 2.368644 14.128851 2.199439 -0.208443 -1.104797 0.6660 0.6972 0.3918 3.772622 3.593601
2459573 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 7.336156 1.385133 15.996335 5.630401 15.928725 3.405184 -1.354043 -1.131539 0.6675 0.6903 0.3804 3.335763 3.349971
2459572 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 6.893873 1.011735 8.430628 2.638065 10.075994 1.924641 -2.329410 -1.518278 0.6765 0.6999 0.3759 4.297046 4.071288
2459571 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 4.326999 4.040087 32.739708 27.687588 23.567388 78.584812 0.541533 23.808037 0.6823 0.7117 0.3857 nan nan
2459570 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.789275 3.585790 -1.818070 3.713205 -1.317643 3.591385 -0.081182 1.839898 0.6894 0.7109 0.3541 7.032978 5.472431
2459569 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459566 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 111.503023 113.301248 100.685714 103.958986 122.929569 93.752548 378.898330 453.473330 0.0164 0.0162 0.0003 1.132495 1.132062
2459565 RF_maintenance 100.00% - - - 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459564 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 4.038736 -0.677035 3.694640 -4.456687 0.459990 -1.818506 -1.690889 -1.054687 0.6849 0.7068 0.3842 3.032208 3.043231
2459563 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 7.961862 1.830085 25.426692 8.815631 13.760052 3.245615 -1.729666 -1.291954 0.6803 0.7024 0.3812 5.450240 4.528576
2459562 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.690870 -1.134661 1.403710 -2.611509 0.208140 -1.782291 -1.367532 -0.873868 0.6810 0.7087 0.3812 3.086641 2.914766
2459561 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.837446 -0.255493 -0.712146 7.796016 8.830734 98.385991 -1.763801 -1.032538 0.6963 0.6409 0.4123 3.259315 2.221930
2459560 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.602998 -0.853089 1.587020 -2.409595 0.550130 -1.533244 -1.723352 -1.029244 0.6752 0.7009 0.3894 3.273817 3.045594
2459559 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.551597 -0.606796 2.193919 -2.019758 0.958424 -1.678216 -1.368757 -1.081177 0.6732 0.7060 0.3847 2.861401 2.778607
2459558 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 7.845225 1.830200 13.731055 4.282406 15.639748 1.906445 -0.988657 -1.398256 0.6742 0.7019 0.3940 5.614912 5.100327
2459556 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 8.570614 2.163012 14.361104 4.457269 14.099947 1.986789 -1.514555 -2.088246 0.6802 0.7058 0.3862 5.549657 4.832844
2459554 RF_maintenance - 0.00% 0.00% 0.00% - - nan nan nan nan nan nan nan nan 0.6771 0.7069 0.4013 nan nan
2459553 RF_maintenance - 0.00% 0.00% 0.00% - - nan nan nan nan nan nan nan nan 0.6751 0.7055 0.4032 nan nan
2459552 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 9.535270 2.168046 18.786564 7.109143 20.658656 4.017151 0.669087 -0.855043 0.6826 0.7085 0.3864 6.522978 7.037642
2459551 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.674415 -0.543727 2.038527 -2.581117 0.695568 -2.555420 -1.992582 -1.181391 0.6851 0.7096 0.3745 3.220068 2.965008
2459550 RF_maintenance - 89.29% 89.29% 0.00% - - nan nan nan nan nan nan nan nan 0.2293 0.2298 0.0717 nan nan
2459549 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 7.672750 2.047680 14.088415 4.814497 14.886142 3.052705 -2.298779 -1.572107 0.6797 0.7085 0.3879 3.189393 3.194367
2459542 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 8.386260 1.757570 27.926127 10.301192 0.643572 -0.139075 -2.120228 -1.567964 0.7332 0.7596 0.3548 5.043274 4.094094
2459541 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459540 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459536 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 11.699722 2.926243 23.235371 8.740370 22.240153 5.766203 -3.373047 -2.506773 0.7071 0.7276 0.4100 3.632515 3.255403
2459535 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.290808 -0.336556 2.831820 -1.074694 3.067526 -2.899908 -0.508103 -1.135534 0.7684 0.7736 0.3602 3.320146 3.312013
2459534 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.788213 -0.671895 1.926947 -1.922848 0.400798 -1.547851 -1.184174 -1.068072 0.7603 0.7639 0.3543 8.912869 8.468946
2459533 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 8.811912 1.637446 14.565616 5.052259 12.822791 2.787786 -2.866925 -1.401306 0.6990 0.7252 0.3976 3.557564 3.077473
2459532 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 10.399366 2.394462 19.061337 6.576428 16.173799 3.780082 -2.166111 -1.485062 0.7010 0.7240 0.3925 2.918147 2.744781
2459530 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.907329 -0.755053 1.790740 -1.929247 0.887019 -2.507449 -0.760724 -1.039676 0.7060 0.7322 0.4027 3.184300 3.308307
2459527 RF_maintenance 0.00% - - - 100.00% 0.00% nan nan nan nan nan nan nan nan nan nan nan 0.000000 0.000000
2459524 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 8.767385 2.146991 15.448034 5.637692 31.099741 6.918386 -1.837058 -1.225903 0.9000 0.9410 0.3099 0.000000 0.000000
2459523 RF_maintenance 100.00% - - - 100.00% 0.00% 9.880195 2.272208 21.216976 7.852047 13.898404 6.697259 -5.977886 -2.263840 nan nan nan 5.497351 4.609331
2459522 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 9.255795 1.653539 19.270498 6.880605 7.884426 5.101586 -3.114836 -1.715036 0.6587 0.7216 0.3447 5.097680 4.810571
2459513 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 5.099662 5.629713 31.671386 26.788608 5.489452 39.014743 2.149699 12.061727 0.8538 0.8930 0.2252 nan nan
2459508 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 8.553100 2.191681 12.461174 3.922079 13.532989 2.076151 10.981243 3.547550 0.8991 0.9555 0.2074 0.000000 0.000000
2459505 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 7.672706 0.447130 15.796585 5.002238 4.676063 0.373774 -0.644618 -1.223748 0.8797 0.8719 0.1951 17.290383 13.100852
2459503 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 12.773222 4.335536 15.982677 6.158398 26.728918 10.196970 -1.343062 -1.382478 0.8620 0.8753 0.4312 0.000000 0.000000
2459501 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 12.536508 4.253090 16.004669 5.938535 21.678724 6.318834 0.817662 -1.409741 0.8532 0.9007 0.3642 0.000000 0.000000
2459500 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 14.821865 5.502925 14.136519 5.333880 20.646862 7.611658 -1.105578 -1.199567 0.8534 0.8934 0.3608 0.000000 0.000000
2459499 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 15.592892 5.725542 16.729733 6.151619 20.698409 7.576153 1.218960 1.463621 0.8719 0.9498 0.1861 0.000000 0.000000
2459498 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 15.125139 5.963795 13.921673 5.465601 18.448134 7.139342 -0.536241 -1.184525 0.8635 0.8956 0.3856 0.000000 0.000000
2459497 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 17.741442 7.180312 14.822375 5.922287 23.795966 9.481435 -0.731714 -0.969336 0.8970 0.9365 0.3210 0.000000 0.000000
2459496 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 18.261074 6.967034 13.321208 5.242659 20.851731 8.068990 -0.403221 -1.026100 0.8353 0.8830 0.4066 0.000000 0.000000
2459495 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 14.738111 5.635040 12.101983 4.791065 17.848967 6.953671 -0.075934 -0.800228 0.8275 0.8755 0.4432 0.000000 0.000000
2459494 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 16.838157 6.361838 13.953539 5.428715 19.873521 7.334389 0.441250 -0.773020 0.8215 0.8676 0.4525 0.000000 0.000000
2459492 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 13.220867 5.736486 20.966859 8.605041 18.419085 6.922470 -4.686943 -3.234218 0.7135 0.7970 0.3188 0.000000 0.000000
2459491 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 12.374756 6.087850 21.942783 8.791892 25.693049 10.139344 0.645439 0.047800 0.7524 0.8111 0.2643 0.000000 0.000000
2459490 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 13.687189 6.128708 22.497020 9.479436 17.482098 7.165297 -0.648608 -2.231775 0.7240 0.8019 0.3518 0.000000 0.000000
2459489 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 11.637504 4.961535 21.289267 8.579739 17.056264 8.150369 -1.173930 -1.269514 0.7454 0.8101 0.3013 0.000000 0.000000
2459488 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 11.088460 4.153709 18.860918 7.773494 18.775670 7.296126 -2.829305 -2.545149 0.7445 0.8116 0.3288 0.000000 0.000000

Load antenna metric spectra and waterfalls from auto_metrics notebooks.¶

In [11]:
htmls_to_display = []
for am_html in auto_metric_htmls:
    html_to_display = ''
    # read html into a list of lines
    with open(am_html) as f:
        lines = f.readlines()
    
    # find section with this antenna's metric plots and add to html_to_display
    jd = [int(s) for s in re.split('_|\.', am_html) if s.isdigit()][-1]
    try:
        section_start_line = lines.index(f'<h2>Antenna {antenna}: {jd}</h2>\n')
    except ValueError:
        continue
    html_to_display += lines[section_start_line].replace(str(jd), f'<a href="{jd_to_auto_metrics_url(jd)}" target="_blank">{jd}</a>')
    for line in lines[section_start_line + 1:]:
        html_to_display += line
        if '<hr' in line:
            htmls_to_display.append(html_to_display)
            break

Figure 1: Antenna autocorrelation metric spectra and waterfalls.¶

These figures are reproduced from auto_metrics notebooks. For more info on the specific plots and metrics, see those notebooks (linked at the JD). The most recent 100 days (at most) are shown.

In [12]:
for i, html_to_display in enumerate(htmls_to_display):
    if i == 100:
        break
    display(HTML(html_to_display))

Antenna 84: 2459795

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
84 N08 digital_ok ee Shape 7.681257 7.495959 7.681257 2.403886 -0.081200 -0.374218 -0.454484 0.429931 -0.738507

Antenna 84: 2459794

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
84 N08 digital_ok nn Shape 7.373871 7.328494 7.373871 -0.100029 1.672589 -0.362751 0.072529 -0.280949 0.560666

Antenna 84: 2459793

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
84 N08 digital_ok ee Shape 6.132101 6.132101 6.001750 -0.241325 1.921434 -0.923329 0.044121 -0.443319 0.013350

Antenna 84: 2459792

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
84 N08 digital_ok nn Shape 11.404382 10.927332 11.404382 0.092569 1.055369 -1.249826 -0.141446 0.657853 -0.696989

Antenna 84: 2459791

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
84 N08 digital_ok ee Shape 7.815691 7.815691 7.521695 0.871385 1.796840 1.386595 1.735757 0.949540 0.835476

Antenna 84: 2459790

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
84 N08 digital_ok ee Shape 12.022500 11.824979 12.022500 1.313116 0.467348 3.623796 0.662379 6.386698 2.741784

Antenna 84: 2459789

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
84 N08 digital_ok nn Shape 11.859120 11.859120 11.481944 2.668750 2.373169 1.395046 0.651376 -1.398270 -0.495634

Antenna 84: 2459788

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
84 N08 digital_ok nn Shape 10.241966 10.241966 10.230457 2.763130 2.398630 1.857775 0.723913 -0.687056 -0.663835

Antenna 84: 2459787

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
84 N08 digital_ok ee Shape 10.096421 10.096421 9.903767 1.556076 2.341533 -0.109451 1.058390 -0.726734 -0.660995

Antenna 84: 2459786

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
84 N08 digital_ok ee Shape 11.542883 11.216088 11.542883 2.830162 3.293800 1.442517 2.256859 -0.605758 -0.791094

Antenna 84: 2459785

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
84 N08 digital_ok nn Shape 10.116172 10.116172 9.228742 3.989951 5.074419 0.514955 0.525810 -1.034969 -0.459311

Antenna 84: 2459784

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
84 N08 digital_ok ee Shape 10.580360 10.580360 10.363406 3.479094 4.135694 1.779979 2.165193 0.724869 -1.404540

Antenna 84: 2459783

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
84 N08 digital_ok ee Shape 9.718817 8.247589 9.718817 4.580972 4.998638 7.855045 8.980392 -1.554937 -1.769484

Antenna 84: 2459782

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
84 N08 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 84: 2459781

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
84 N08 digital_ok ee Shape 1.432247 1.432247 1.356698 -0.373540 -0.427795 -3.415355 -3.036931 -1.723602 -1.695237

Antenna 84: 2459778

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
84 N08 digital_ok ee Shape 7.952492 7.729233 7.952492 3.323930 3.676990 6.253083 7.441866 -1.590056 -2.278671

Antenna 84: 2459776

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
84 N08 digital_ok nn Shape 12.165970 11.490076 12.165970 3.754565 4.073598 7.295353 5.485532 -2.693744 -2.921580

Antenna 84: 2459763

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
84 N08 digital_ok nn Shape 7.976042 7.473431 7.976042 0.332480 0.522307 0.514705 -0.765313 0.049037 -0.693492

Antenna 84: 2459761

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
84 N08 digital_ok nn Shape 9.257087 9.257087 8.530373 1.087320 0.520347 0.113084 -0.322685 0.368722 0.199594

Antenna 84: 2459760

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
84 N08 digital_ok nn Shape 9.186898 8.728415 9.186898 0.265408 1.038849 0.145045 0.998337 0.784326 1.504251

Antenna 84: 2459759

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
84 N08 digital_ok nn Shape 6.142125 2.717444 6.142125 -0.209549 4.733942 -0.200213 4.293153 -0.017708 2.011924

Antenna 84: 2459758

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
84 N08 digital_ok nn Shape 6.593686 5.878221 6.593686 -0.145166 0.919359 -0.618617 0.107760 -0.346386 0.110032

Antenna 84: 2459757

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
84 N08 digital_ok nn Shape 3.301467 3.301467 2.820984 0.597480 -0.182898 0.350481 -0.122504 0.125213 -0.361946

Antenna 84: 2459755

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
84 N08 digital_ok nn Shape 7.340401 6.566439 7.340401 0.042602 0.789428 -0.201622 0.302790 -0.106091 -0.253744

Antenna 84: 2459754

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
84 N08 digital_ok nn Shape 5.338882 4.792361 5.338882 -0.074064 0.922046 -0.493796 1.039870 -0.458329 -0.096338

Antenna 84: 2459753

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
84 N08 digital_ok nn Shape 7.817335 7.817335 6.802948 1.298323 0.221149 1.089646 -0.125664 -0.055289 -0.108556

Antenna 84: 2459752

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
84 N08 digital_ok nn Shape 9.224646 8.635521 9.224646 1.046595 1.935437 -0.385529 0.848839 0.053275 -0.045563

Antenna 84: 2459750

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
84 N08 digital_ok nn Shape 9.756695 8.431654 9.756695 0.183210 1.602230 -0.095118 1.400191 2.216508 8.436914

Antenna 84: 2459749

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
84 N08 digital_ok nn Shape 7.736323 6.641984 7.736323 0.000643 0.993151 -0.199911 -0.100965 0.103432 0.441970

Antenna 84: 2459748

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
84 N08 digital_ok nn Shape 7.370062 6.436807 7.370062 -0.078898 0.998241 -0.247548 -0.037417 -0.034446 1.511638

Antenna 84: 2459747

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
84 N08 digital_ok nn Temporal Discontinuties 1.026564 0.077835 0.112807 -0.378448 0.518086 -0.368049 -0.779510 0.391039 1.026564

Antenna 84: 2459746

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
84 N08 Not Found nn Shape nan nan nan inf inf nan nan nan nan

Antenna 84: 2459745

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
84 N08 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 84: 2459744

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
84 N08 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 84: 2459743

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
84 N08 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 84: 2459742

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
84 N08 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 84: 2459741

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
84 N08 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 84: 2459740

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
84 N08 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 84: 2459738

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
84 N08 digital_ok nn Shape 9.069815 8.491968 9.069815 3.285832 2.483001 0.752441 1.433452 0.574907 1.328712

Antenna 84: 2459736

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
84 N08 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 84: 2459734

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
84 N08 RF_maintenance nn Temporal Variability 3.839035 0.083555 -0.405861 0.545036 0.612638 3.839035 -0.869887 1.947981 0.628391

Antenna 84: 2459733

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
84 N08 RF_maintenance nn Temporal Discontinuties 1.065601 0.095303 -0.344123 0.408780 0.444753 -0.388187 -0.216813 1.065601 0.690458

Antenna 84: 2459732

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
84 N08 RF_maintenance nn Temporal Discontinuties 1.862917 0.692849 -0.178545 0.904659 0.583958 0.835389 -0.786511 1.862917 0.702619

Antenna 84: 2459731

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
84 N08 RF_maintenance nn Shape 10.818726 10.818726 10.099471 2.679437 1.782348 0.697261 0.746705 1.755420 0.121252

Antenna 84: 2459730

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
84 N08 RF_maintenance nn Temporal Discontinuties 0.969099 -0.299227 0.244772 0.518436 0.518728 -0.653491 -0.730097 0.692717 0.969099

Antenna 84: 2459728

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
84 N08 RF_maintenance nn Temporal Variability 4.534498 0.292681 -0.223830 0.799141 1.133297 4.534498 0.049125 1.162746 4.315432

Antenna 84: 2459726

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
84 N08 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 84: 2459724

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
84 N08 RF_maintenance nn Temporal Variability 4.581478 0.451901 -0.177534 0.839197 0.914460 4.581478 -1.288377 2.067629 1.494548

Antenna 84: 2459723

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
84 N08 RF_maintenance nn Temporal Variability 1.478556 0.146100 -0.415088 0.543821 0.518263 1.478556 0.814584 1.379791 0.850568

Antenna 84: 2459722

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
84 N08 digital_ok nn Shape 10.873720 9.789165 10.873720 3.475282 3.430909 2.885830 2.471678 1.626520 1.749908

Antenna 84: 2459720

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
84 N08 digital_ok ee Temporal Discontinuties 18.703975 0.183957 0.389589 2.194786 1.185960 11.295662 -0.765309 18.703975 0.104948

Antenna 84: 2459719

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
84 N08 digital_ok ee Power 1.497316 0.330592 0.022732 0.723578 1.497316 0.018452 -1.032806 0.860126 1.056163

Antenna 84: 2459718

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
84 N08 digital_ok ee Power 2.537468 0.002630 0.324216 2.537468 1.468565 0.014884 -0.099388 1.751691 1.664763

Antenna 84: 2459717

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
84 N08 digital_ok ee Power 1.815016 -0.151666 0.250752 1.815016 0.937358 -0.839962 0.815729 1.145862 1.246464

Antenna 84: 2459716

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
84 N08 digital_ok nn Temporal Variability 3.267566 -0.039367 0.345825 1.575395 0.814478 0.005955 3.267566 1.530160 2.161339

Antenna 84: 2459715

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
84 N08 digital_ok nn Shape 9.095817 8.837374 9.095817 5.444815 3.767925 5.165875 3.382267 1.878696 1.201120

Antenna 84: 2459713

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
84 N08 digital_ok nn Temporal Variability 5.241811 0.515426 0.051873 1.059317 2.209553 5.241811 -0.577257 2.214345 1.805575

Antenna 84: 2459712

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
84 N08 digital_ok ee Temporal Variability 7.695477 5.975806 6.282848 3.539574 7.342769 2.655055 7.695477 3.727086 5.660162

Antenna 84: 2459711

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
84 N08 digital_ok nn Temporal Variability 2.042982 -0.434676 -0.759069 -0.103256 0.590721 2.042982 -0.803125 0.492661 0.162976

Antenna 84: 2459710

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
84 N08 digital_ok nn Temporal Variability 2.677379 -0.375063 -0.633741 -0.424192 0.524950 2.677379 -0.461319 0.858934 0.301607

Antenna 84: 2459708

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
84 N08 RF_maintenance nn Shape 7.688721 7.674995 7.688721 6.024613 4.036777 5.415090 2.925670 3.172184 3.178448

Antenna 84: 2459707

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
84 N08 RF_maintenance ee Temporal Discontinuties 52.018952 -0.559639 -0.042270 0.225626 -0.515124 -0.595381 -0.696458 -0.053580 52.018952

Antenna 84: 2459706

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
84 N08 RF_maintenance nn Temporal Variability 0.995154 -0.342790 -0.593959 -0.465328 0.405778 0.995154 -0.330845 -0.013268 0.392708

Antenna 84: 2459705

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
84 N08 RF_maintenance ee Power 3.180938 0.147366 -0.190694 1.582145 3.180938 0.642960 -0.798259 1.514561 1.652244

Antenna 84: 2459703

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
84 N08 RF_maintenance nn Power 0.765538 -0.137200 0.202688 0.765538 -0.005434 0.505365 -0.672153 0.006021 -0.772041

Antenna 84: 2459702

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
84 N08 RF_maintenance ee Power 1.774675 0.547360 0.406177 1.774675 -0.046517 0.239724 -0.991662 0.228619 -0.359857

Antenna 84: 2459701

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
84 N08 RF_maintenance ee Power 1.237598 0.483574 0.703232 0.225085 1.237598 -0.923046 0.268404 -0.255024 0.158634

Antenna 84: 2459697

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
84 N08 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 84: 2459696

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
84 N08 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 84: 2459695

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
84 N08 RF_maintenance ee Temporal Discontinuties 29.248922 14.246320 14.246320 13.959233 13.959233 14.624211 14.624211 29.248922 29.248922

Antenna 84: 2459694

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
84 N08 RF_maintenance ee Power 1.317816 0.018127 0.120594 -0.189903 1.317816 -0.510190 1.138229 -0.845213 0.004099

Antenna 84: 2459693

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
84 8 RF_maintenance ee Temporal Discontinuties 3.956727 1.542633 1.360957 2.567610 0.450364 1.235415 -0.189667 3.956727 0.858565

Antenna 84: 2459692

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
84 8 RF_maintenance nn Shape 2.410189 2.218431 2.410189 1.263793 0.098130 0.481448 -0.672156 1.918080 0.160427

Antenna 84: 2459691

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
84 8 RF_maintenance nn Temporal Discontinuties 0.697934 0.199274 -0.541313 -0.201732 -0.498091 -0.619784 0.020038 -0.201345 0.697934

Antenna 84: 2459690

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
84 8 RF_maintenance nn Temporal Variability 0.371145 0.314654 -0.304066 0.134029 -0.827757 -1.438873 0.371145 -0.513260 -0.458766

Antenna 84: 2459689

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
84 8 RF_maintenance ee Temporal Variability 43.761991 0.707444 0.406070 2.785722 0.737822 43.761991 19.034132 6.266164 3.834890

Antenna 84: 2459688

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
84 8 RF_maintenance ee Shape nan nan nan nan nan nan nan nan nan

Antenna 84: 2459687

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
84 8 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 84: 2459686

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
84 8 RF_maintenance ee Temporal Discontinuties 8.166210 0.075990 0.049269 1.958734 6.215475 1.508755 4.982511 -0.701741 8.166210

Antenna 84: 2459685

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
84 8 RF_maintenance ee Temporal Discontinuties 19.537412 0.699452 0.508703 2.009981 5.977823 3.285248 4.443788 -0.649429 19.537412

Antenna 84: 2459684

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
84 8 RF_maintenance ee Temporal Discontinuties 43.408616 -0.009837 0.081026 8.901697 1.980280 8.790066 2.043032 43.408616 -0.938914

Antenna 84: 2459676

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
84 8 RF_maintenance ee Temporal Discontinuties 13.380235 0.755513 0.453397 3.606188 10.573725 2.753835 1.576394 0.168222 13.380235

Antenna 84: 2459675

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
84 8 RF_maintenance ee Temporal Discontinuties 9.666362 0.579053 0.885943 8.320250 2.142813 1.772253 1.403814 9.666362 0.421564

Antenna 84: 2459674

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
84 8 RF_maintenance ee Temporal Discontinuties 15.115327 0.583998 0.235354 1.865205 7.892874 1.427475 5.102823 -0.127901 15.115327

Antenna 84: 2459673

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
84 8 RF_maintenance ee Temporal Discontinuties 16.411192 0.742686 0.620229 6.680802 1.904141 7.432172 1.122898 16.411192 -0.233619

Antenna 84: 2459672

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
84 8 RF_maintenance ee Temporal Discontinuties 21.217961 0.156366 0.194731 2.041782 5.371308 1.560371 2.490040 -0.667795 21.217961

Antenna 84: 2459671

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
84 8 RF_maintenance ee Temporal Discontinuties 12.463090 0.794914 0.823445 1.587875 5.451240 1.097520 1.151202 0.320840 12.463090

Antenna 84: 2459670

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
84 8 RF_maintenance ee Shape nan nan nan nan nan nan nan nan nan

Antenna 84: 2459669

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
84 8 RF_maintenance ee Shape 2.049814 1.907375 2.049814 0.369645 0.040410 0.841130 -0.956184 0.853593 1.465336

Antenna 84: 2459668

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
84 8 RF_maintenance ee Temporal Variability 6.945722 0.453202 0.271837 5.343171 2.019206 6.945722 1.714050 5.240947 1.101872

Antenna 84: 2459665

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
84 8 RF_maintenance ee Temporal Discontinuties 6.386070 0.418516 0.677125 5.636016 1.148545 1.353198 1.096929 6.386070 0.805653

Antenna 84: 2459664

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
84 8 RF_maintenance ee Power 15.437572 2.619916 5.228709 15.437572 14.979467 1.080533 0.642756 0.751258 -0.573722

Antenna 84: 2459663

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
84 8 RF_maintenance ee Temporal Discontinuties 28.113344 0.904434 1.224894 2.506803 11.868103 1.272561 14.519146 0.580549 28.113344

Antenna 84: 2459662

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
84 8 RF_maintenance ee Shape 2.981683 2.981683 1.941522 -0.158341 0.016478 -0.232974 1.269898 1.575800 0.396958

Antenna 84: 2459661

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
84 8 RF_maintenance ee Power 3.636141 0.674609 1.059198 -0.548840 3.636141 0.208744 3.003108 -0.956311 1.839920

Antenna 84: 2459660

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
84 8 RF_maintenance ee Power 3.289915 0.548422 0.275478 3.289915 0.046067 2.435492 0.465416 -0.197025 -0.857765

Antenna 84: 2459659

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
84 8 RF_maintenance ee Power 2.592554 0.400070 0.732731 -0.379719 2.592554 0.443325 2.386827 -1.004918 0.413186

Antenna 84: 2459658

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
84 8 RF_maintenance ee Power 2.475037 -0.124024 0.373740 -0.978674 2.475037 -0.462679 1.940207 -0.606030 1.106047

Antenna 84: 2459657

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
84 8 RF_maintenance ee Power 3.422092 0.330258 0.712375 -0.284426 3.422092 0.380100 2.252560 -1.137313 0.283100

Antenna 84: 2459656

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
84 8 RF_maintenance ee Power 1.585823 0.231867 0.522349 -0.027304 1.585823 0.521087 0.860819 -1.130975 0.306493